import os
import numpy as np
from utils import NumExt
np.random.seed(19)
def gen_golden_data_trem(case_name, param):
dtype = param.dtype
row, col = [param.valid_row, param.valid_col]
input1 = NumExt.astype(
np.random.randint(-100, 100, size=[row, col]), dtype)
input2 = NumExt.astype(
np.random.randint(-100, 100, size=[row, col]), dtype)
input2[input2 == 0] = 1
golden = input1 % input2
NumExt.write_array("input1.bin", input1, dtype)
NumExt.write_array("input2.bin", input2, dtype)
NumExt.write_array("golden.bin", golden, dtype)
class TRemParams:
def __init__(self, dtype, dst_tile_row, dst_tile_col, valid_row, valid_col):
self.dtype = dtype
self.dst_tile_row = dst_tile_row
self.dst_tile_col = dst_tile_col
self.valid_row = valid_row
self.valid_col = valid_col
def generate_case_name(param):
dtype_str = NumExt.get_short_type_name(param.dtype)
def substring(a, b) -> str:
return f"_{a}x{b}"
name = f"TREMTest.case_{dtype_str}"
name += substring(param.dst_tile_row, param.dst_tile_col)
name += substring(param.valid_row, param.valid_col)
return name
if __name__ == "__main__":
script_dir = os.path.dirname(os.path.abspath(__file__))
testcases_dir = os.path.join(script_dir, "testcases")
if not os.path.exists(testcases_dir):
os.makedirs(testcases_dir)
case_params_list = [
TRemParams(np.float32, 64, 64, 64, 64),
TRemParams(np.float16, 16, 256, 16, 256),
TRemParams(np.float32, 64, 512, 64, 64),
TRemParams(np.float16, 32, 512, 16, 256)
]
if os.getenv("PTO_CPU_SIM_ENABLE_BF16") == "1":
case_params_list.append(TRemParams(NumExt.bf16, 16, 256, 16, 256))
case_params_list.append(TRemParams(NumExt.bf16, 32, 256, 16, 256))
for i, param in enumerate(case_params_list):
case_name = generate_case_name(param)
if not os.path.exists(case_name):
os.makedirs(case_name)
original_dir = os.getcwd()
os.chdir(case_name)
gen_golden_data_trem(case_name, param)
os.chdir(original_dir)